Task-balanced distillation for object detection

Ruining Tang, Zhenyu Liu, Yangguang Li, Yiguo Song, Hui Liu, Qide Wang, Jing Shao, Guifang Duan, Jianrong Tan

Type: Article

Publication Date: 2023-01-10

Citations: 17

DOI: https://doi.org/10.1016/j.patcog.2023.109320

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Pattern Recognition - View
arXiv (Cornell University) - View - PDF

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Citing (14)

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+	R-FCN: Object Detection via Region-based Fully Convolutional Networks	2016	Jifeng Dai Yi Li Kaiming He Jian Sun
+	FreeAnchor: Learning to Match Anchors for Visual Object Detection	2019	Xiaosong Zhang Fang Wan Chang Liu Rongrong Ji Qixiang Ye
+	Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection	2020	Xiang Li Wenhai Wang Lijun Wu Shuo Chen Xiaolin Hu Jun Li Jinhui Tang Jian Yang
+ PDF Chat	PVT v2: Improved baselines with Pyramid Vision Transformer	2022	Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lü Ping Luo Ling Shao
+	Distilling Object Detectors with Feature Richness	2021	Zhixing Du Rui Zhang Ming Chang Xishan Zhang Shaoli Liu Tianshi Chen Yunji Chen
+	Distilling Image Classifiers in Object Detectors	2021	Shuxuan Guo Jose M. Álvarez Mathieu Salzmann
+	Instance-Conditional Knowledge Distillation for Object Detection	2021	Zijian Kang Peizhen Zhang Xiangyu Zhang Jian Sun Nanning Zheng
+ PDF Chat	Knowledge Distillation for Object Detection via Rank Mimicking and Prediction-Guided Feature Imitation	2022	Gang Li Xiang Li Yujie Wang Shanshan Zhang Yichao Wu Liang Ding
+ PDF Chat	2021 IEEE/CVF International Conference on Computer Vision (ICCV)	2021	Giuseppe Vecchio Simone Palazzo Concetto Spampinato
+ PDF Chat	Prediction-Guided Distillation for Dense Object Detection	2022	Chenhongyi Yang Mateusz Ochal Amos Storkey Elliot J. Crowley
+ PDF Chat	DSLA: Dynamic smooth label assignment for efficient anchor-free object detection	2022	Hu Su Yonghao He Rui Jiang Jiabin Zhang Wei Zou Bin Fan
+ PDF Chat	HEAD: HEtero-Assists Distillation for Heterogeneous Object Detectors	2022	Luting Wang Xiaojie Li Yue Liao Zeren Jiang Jianlong Wu Fei Wang Chen Qian Si Liu
+ PDF Chat	Masked Generative Distillation	2022	Zhendong Yang Zhe Li Mingqi Shao Dachuan Shi Zehuan Yuan Chun Yuan
+ PDF Chat	Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks	2016	Shaoqing Ren Kaiming He Ross Girshick Jian Sun